A method of providing a model for analytics of network data and apparatuses for performing the same are provided. An operating method of a provider providing a machine learning (ML) model comprises providing a first ML model to a consumer, assessing the first ML model by collecting data from data sources, and based on an assessment result of the first ML model, providing a second ML model to the consumer.